I’m a Python & AI Automation Engineer with hands-on experience building data pipelines, automating workflows, and creating dashboards that turn raw data into actionable insights. I help businesses structure their data, automate recurring processes, and build reliable analytics systems that support real decision-making. My approach is practical and business-oriented: I prioritize clarity, efficiency, and solutions that are easy to maintain. Typical work I deliver: • Data cleaning, validation, and gap analysis • Python-based automation and ETL/data pipelines • SQL analytics and data quality checks on large datasets • Dashboards and reporting systems for business teams • Support for applied machine learning and predictive analytics I have a background in Agronomic Engineering, which strengthened my analytical thinking and my ability to work with complex, real-world systems and datasets. I adapt quickly across industries such as sales, logistics, agriculture, healthcare, and education. Clients value my clear communication, structured delivery, and reliability. I focus on understanding the problem first and delivering solutions that actually get used in production. If you need help automating workflows, building data pipelines, or creating analytics dashboards, feel free to message me to discuss your project.

I help businesses automate repetitive work using Python, Excel VBA, APIs, Web Scraping, and AI tools. With 490+ completed projects and a 100% Job Success score, I have helped clients save countless hours by building reliable automation solutions and custom business tools. My expertise includes: ✔ Excel Automation & VBA Development ✔ Python Scripting & Business Process Automation ✔ Web Scraping (Selenium, BeautifulSoup, APIs) ✔ SQL, Power BI & Data Analysis ✔ AI Integrations, Chatbots & n8n Workflows I have worked on projects involving: • Automated reporting systems • Data extraction and web scraping solutions • PDF and document processing tools • API integrations and workflow automation • Custom internal business applications I focus on delivering clean, maintainable, and practical solutions that reduce manual effort and improve business efficiency. If you are looking for someone who understands both technology and business processes, I'd be happy to help.

🔹 I help businesses save time, automate workflows, and make better decisions using data. I’m a Data Scientist specializing in data analytics, automation, and predictive modeling. I work with startups and growing businesses to transform messy data into clear reports, dashboards, and intelligent systems that improve decision-making and save time. I’ve worked on end-to-end data projects including data cleaning, dashboard creation, and automation solutions for real-world business use cases. ✅ 💼 What I Can Do for You • 📊 Data Analysis & Insights (data analysis, business intelligence, KPI tracking, reporting) • 📈 Dashboard Development (interactive dashboards, data visualization, performance monitoring) • 🤖 Predictive Modeling (machine learning, forecasting, customer insights) • ⚙️ Automation (Python automation, ETL pipelines, workflow optimization) • 🧹 Data Cleaning (data preprocessing, pandas, large datasets) • 🔗 Data Integration (APIs, SQL databases, web systems) ✅ 🛠️ Tech Stack • Python (pandas, scikit-learn, automation, data processing) • SQL (queries, optimization, database design) • Data Visualization (dashboards, reporting tools) • Machine Learning (predictive analytics, modeling) • APIs & Integration (web apps, backend systems) ✅ 🚀 What You’ll Get • Actionable insights (not just data) • Automated workflows that save time • Clean, structured, reliable datasets • Scalable solutions tailored to your business ✅ 🤝 Why Work With Me • Strong mix of data science + business understanding • Focus on real results, not just code • Clear communication and on-time delivery • End-to-end support from data cleaning to deployment 👉 Have a project in mind? Click “Invite to Job” — let’s discuss how I can help.

Your data has answers. The problem is that most analysts stop at the surface, they describe what happened, hand you a chart, and call it done but I go further. I am an AI-powered Data Analyst and ML Engineer with 3+ years of experience turning raw, patchy business data into predictions, automated dashboards, and decisions that actually move numbers. I help founders like you and small teams bring everything into one place. I build simple KPI tracking systems and financial reports in Google Sheets and Excel, with clear weekly and monthly views of revenue, churn, cash flow, and growth. I work with Python, Pandas, SQL, Power BI, and machine learning models. Here is what that looks like in practice: ✦ Built a SaaS metrics system tracking MRR, ARR, churn, LTV, and burn rate — giving a founder real-time visibility into their business for the first time ✦ Helped a retail chain boost revenue by 23% using KPI dashboards that showed exactly where marketing spend was wasted. ✦ Enabled an eCommerce brand to catch underperforming SKUs before revenue dropped ✦ Built predictive models in Python and deployed them using FastAPI and Streamlit — not just notebooks but actual working tools. My technical toolkit: Python (Pandas, NumPy, Scikit-learn), SQL, Power BI, Google Sheets, Excel (Pivot Tables, Power Query, Macros), Jupyter Notebook, FastAPI, Docker, Streamlit, Business Intelligence, Data Pipeline Development. I work best with founders, SaaS companies, and data teams who need someone who can think like a data scientist and communicate like a business partner. I do not just run the analysis, I tell you what it means and what to do next. My previous clients have attested that I deliver before the deadline. Let's talk about what your data is actually trying to tell you. Looking forward to working with you!

Hi, I’m Dr. Jody-Ann Jones – AWS-Certified ML Expert Specializing in Data Engineering, MLOps, and Scalable AI Solutions. With 5+ years of experience in Machine Learning, Data Engineering, and MLOps, combined with over a decade of expertise in quantitative and qualitative research, I specialize in designing and deploying scalable, production-grade AI and data systems that deliver measurable business impact. Whether you're aiming to predict future trends, automate workflows, or leverage generative AI for innovation, I provide end-to-end solutions that go beyond just building models—they're built to perform in production at scale. 🔑 Core Services I Offer: 🛠️ 1. Machine Learning Model Design & Deployment (MLOps) - End-to-end ML Pipelines: From data ingestion to model deployment. - CI/CD for ML Models: Streamlined workflows for continuous integration and delivery. - Real-Time Monitoring: Track model drift and optimize performance post-deployment. - Tools: AWS SageMaker, MLflow, Docker, Kubernetes, Terraform, and more (please ask for more info) 📊 2. Predictive Analytics & Business Forecasting - Forecast KPIs, sales trends, and customer behavior with robust predictive models. - Ensure models are interpretable and actionable with tools like LIME and SHAP. - Integrate analytics dashboards for real-time decision-making. 📡 3. Scalable Data Engineering Solutions - Design and implement robust ETL pipelines using dbt, Apache Airflow, and Spark. - Build scalable data lakes and warehouses on AWS (S3, Redshift), Azure Synapse, and Google Cloud. - Real-time data ingestion with Kafka and Spark Streaming. 🗣️ 4. Natural Language Processing (NLP) - Build AI systems for sentiment analysis, topic modeling, and entity recognition. - Deploy fine-tuned GPT models for chatbots, content generation, and knowledge management. - Work with large-scale unstructured text data for actionable insights. 🛡️ 5. AI for Cybersecurity & Fraud Detection - Develop systems to detect fraud, anomalies, and security threats in real-time. - Analyze network traffic logs and transactional datasets for vulnerabilities. - Scalable deployment for mission-critical security infrastructure. 🎨 6. Generative AI Solutions - Fine-tune and deploy custom GPT and Stable Diffusion models. - Build AI-powered tools for content creation, text summarization, and customer support automation. - Utilize AWS Bedrock, OpenAI APIs, and other cloud-native generative AI solutions. 🚀 Why Choose Me? ✅ AWS-Certified Machine Learning Specialist: Proven expertise in building and deploying cloud-native AI solutions. ✅ Full-Stack AI Professional: From data engineering pipelines to MLOps workflows and model monitoring. ✅ Business-Driven Results: Every project is aligned with clear KPIs and measurable ROI. ✅ Scalable Infrastructure: Solutions designed to grow with your business. ✅ Clear Communication: Complex technical concepts explained in plain business language. 🤝 Let’s Collaborate! Whether you’re looking to: 🚀 Scale your AI operations to production 📊 Leverage predictive analytics for data-driven decision-making 🧠 Harness Generative AI for innovation 🛡️ Strengthen cybersecurity with AI solutions I’m here to turn your data challenges into actionable, scalable solutions. 👉 Reach out today, and let’s discuss how I can add value to your business! 📌 Next Steps: Send me a message with your project details. Let’s schedule a call to align on goals and timelines. Looking forward to helping you unlock the power of your data! 🚀

👋 Let's connect! I automate the boring stuff so you can run the business. Certified Excel Expert. $10k+ in proven ROI. Explore my portfolio showcasing my data automation and visualization expertise, and let's discuss how I can elevate your business. 𝗣𝗿𝗼𝘃𝗲𝗻 𝗨𝗽𝘄𝗼𝗿𝗸 𝗘𝘅𝗰𝗲𝗹𝗹𝗲𝗻𝗰𝗲: 🏆 Top Rated Excel VBA automation expert 🧗 5+ Years of experience as VBA Excel Programmer 👈 80+ Excel, VBA, and Data Analytics projects with 100% JSS 💰 10K + Earned 𝗠𝗮𝗷𝗼𝗿 𝗦𝗸𝗶𝗹𝗹𝘀: ⭐ Spreadsheet: Microsoft Excel, Macros, Google Sheets ⭐ Programming: Excel VBA, Macros, Google Apps Script, Python, SQL I transform raw data into actionable insights, empowering businesses to make informed decisions. My core competencies include: Excel Automation & Development: ✔️ Advanced Excel (Functions, Pivot Tables, Charts, Formulas) ✔️ VBA Automation (Macros, Batch Processing, Data Manipulation) ✔️ Excel Dashboard Development (Dynamic & Interactive) ✔️ Report Automation (Excel & Power BI Integration) ✔️ Data Cleaning, Transformation, and Visualization ✔️ Custom Data Transfer and Formatting ✔️ Task Automation (e.g., PDF Generation, Invoice/Certificate Printing, Bulk Operations) ✔️ Goal Seek & What-If Analysis Data Analysis & Visualization: ✔️ Data Modeling & Case Analysis for Profit Maximization ✔️ Python Scripting (Pandas, NumPy, OpenPyXL) for Excel Data Manipulation ✔️ Power BI Dashboard Creation (Basic) ✔️ Data Summarization & Analysis Additional Skills:** ✔️ Google Sheets & Apps Script (1+ Year Experience) ✔️ SQL (Basic) ✔️ TypeScript for Office Scripts Automation ✔️ Power Query (Basic) ✔️ Scheduling Solutions ✔️ IBM AS/400 data manipulation using Excel as front end My Approach: I'm passionate about delivering high-quality, detail-oriented solutions that provide real value to businesses. I'm a reliable and committed freelancer dedicated to exceeding client expectations. Thank you for considering my profile. I look forward to working with you!

✅ 80+ Jobs | ✅ 5500+ Hours | ✅ $80K+ Earned | ✅ 100% Job Success Hi there, I am a Full Stack Engineer and Data Engineer in progress, with more than six years of experience delivering production-grade solutions across web scraping, automation, backend systems, ETL pipelines, and scalable data workflows. I specialize in building reliable, end-to-end systems that extract, process, and deliver high-quality data at scale. I have completed 80+ successful client projects involving complex scraping, API integrations, and automated workflows—earning a 100% Job Success score through consistent performance and client satisfaction. Technical Expertise Web Scraping & Data Extraction I can extract data from any website—simple or highly protected—and deliver it in any format you need: JSON, JSONL, CSV, XML, Excel, marshal, or custom structures. Technologies I use include: ✔ Scrapy ✔ Splash ✔ BeautifulSoup ✔ Selenium Automation ✔ Proxy & anti-bot systems ✔ Cloudflare & CAPTCHA bypass techniques Full Stack & Backend Engineering ✔ Full Stack Development (Frontend + Backend) ✔ REST API Design & Integration ✔ Python Development (Advanced) ✔ Database Design & Optimization (PostgreSQL, MySQL) ✔ Deployment-ready microservices (Docker, CI/CD) ✔ Server-side automation & orchestration Data Engineering & Big Data (Growing Expertise) ✔ ETL Pipeline Development ✔ Distributed Data Processing (PySpark) ✔ Workflow Orchestration (Airflow) ✔ Hadoop, Hive, HDFS ecosystem ✔ Data ingestion + transformation pipelines ✔ Cloud-ready data architectures What I Can Build for You ✔ Complex data extraction systems ✔ Fully automated ETL pipelines ✔ Scalable backend applications using Python ✔ Distributed Spark jobs for large datasets ✔ Airflow DAGs for workflow automation ✔ Full-stack applications (API + UI) ✔ Data cleaning, enrichment, normalization workflows ✔ Secure microservices with Docker deployment ✔ Image scraping & delivery (JPG/PNG) ✔ Social media scraping (Instagram, YouTube, LinkedIn) ✔ Business listings scraping (Yellow Pages, White Pages) ✔ Financial and analytical data extraction Why Choose Me? My approach is based on accuracy, reliability, and performance. I deliver code that is clean, maintainable, and built for production. Client satisfaction is my top priority—reflected in 80+ completed projects, 4000+ hours, and a 100% success rate. Whether you need a custom scraper, a full-stack application, a distributed Spark workflow, or a complete ETL pipeline, I am fully equipped to build a solution that meets your needs with precision. I am available 24/7—feel free to reach out anytime. Looking forward to working with you.

I am a quantitative / systematic trader that also helps others with all things related to running algorithmic trading systems. With 8 years of dedicated experience in financial markets, including extensive trading in the Futures and Options (F&O) segment of Indian markets, I offer a comprehensive understanding of trading dynamics and strategies. My expertise extends to developing Real-Time Trading Applications, Back Testing/Modeling Trading Strategies, data collection/storing, portfolio and position risk management, etc. using Python and TradingView as my primary tools. I am a skilled python programmer that writes well documented and organized code that is easy to follow and build upon. I provide even more value with my trading knowledge and experience. I've developed more than 60 successful projects to date helping Retail and Institutional Clients, and look forward to taking on many more. No matter how large or small the project, I am capable of completing it in a timely and effective manner. THINGS I CAN HELP YOU WITH : 🌟 Algo Trading Bot / Application - Coding your strategy and integrating it with brokers api in python. Fast, Accurate, Efficient, Documented code deployed on cloud or locally. 🌟 TradingView + Python - Trading Logic and Signals are coded in TradingView Pine Script and trade execution is done through Python and Brokers API. 🌟 Equity Markets - Indian Markets, US Markets, major Global Markets using broker APIs. Direct Equity, Futures and Options, Delta Trading. Experience with Interactive Brokers, TD Ameritrade, E-Trade, Zerodha, Kotak, Upstox, IIFL, Angel and others. If it supports algo trading, I've either developed on or can very quickly learn how to. 🌟 Crypto Markets - Binance, Kucoin and all major Crypto Exchanges. Grid Trading, Arbitarage Trading, Option or Futures. 🌟 TradingView PineScript - Custom Indicator Development, Modification or bug fixing in existing Indicator or strategy, Generate and Send Alerts to Trading Bot or Messaging Channel. 🌟 BackTesting - Develop Custom Backtesting modules based on your needs, or using open source libs like VecorBT, BackTrader, BackTesting, etc. in python further optimised with . Fine Tune or optimise parameters based on market conditions. 🌟 Risk Management - Integrated Position Sizing, Portfolio Risk Analysis, daily limits for trades, profits or loss. 🌟 Data Analysis & Visualization - Analyse data with Pandas, Numpy, Numba, Scipy and view it in excel or webapp. Charting Libraries such as Seaborn, Tableau or MatPlotLib and seamless integration with MySQL, PostGreSQL or others. 🌟 Signal and Trade Messages - Get Custom Messages on Signal / Order / Trade on Telegram, Discord, WhatsApp, E-Mail, etc. 🌟 User Interface - Request Custom Website in React js with FastAPI or Dash Webapp, Simple Excel / G Sheet, GUI App build with PyQT. 💼 Work Approach: Shoot me a message and lets chat over zoom via the Upwork integration and quickly discuss your project needs. The consultations are free, and last as long as needed. It can be 2 minutes or 2 hours. My goal during this call is to ask you as many questions as I need until my brain clicks and fully understands your project. 🤝 Let's Collaborate: If you're seeking a skilled professional to enhance your trading operations or develop custom solutions, I'm here to help. Let's discuss your requirements in detail and explore how we can collaborate to achieve success in the dynamic world of financial markets. Feel free to reach out, and let's embark on this journey together. Kind regards 😊 Have a good day and stay safe, Harsh Kantariya.

Need an AI system that actually works in production — not a prototype that breaks the moment real-world data hits it? I build production-ready AI systems that help businesses automate workflows, extract insights from complex data, and integrate AI reliably into real operations. With 100% Job Success across 50+ projects, I've earned a reputation for taking ownership of complete AI solutions and delivering systems that hold up in real-world conditions. I don't choose tools based on hype. I analyze the problem first, then select the right approach — whether that's a GPT-based agent, a fine-tuned transformer, a regression/classification pipeline, or a lightweight traditional ML model that's faster, cheaper, and easier to maintain. And if the right answer isn't AI at all, I'll tell you that too. 💡 What I Build 🔹 RAG & LLM Systems RAG pipelines and document intelligence systems AI assistants connected to PDFs, databases, and knowledge bases Multi-agent workflows using LangChain and LangGraph Semantic search and retrieval systems OpenAI and Llama-powered applications 🔹 NLP & Machine Learning Text classification and intelligent routing systems Summarization, sentiment analysis, and NER Predictive modeling using regression and classification Hybrid rule-based + ML architectures Traditional ML and transformer-based pipelines 🔹 Computer Vision Image segmentation and object detection OCR and document-processing pipelines Medical imaging applications Automated visual inspection systems 🔹 Deployment & Integration Dockerized and deployment-ready AI applications Scalable ML and AI workflows API integrations and backend pipelines Automated data extraction and processing pipelines 📌 Recent Work Built a deep learning segmentation system for medical imaging Developed a synthetic dataset generation pipeline using Stable Diffusion Created an ML-powered summarization tool for automotive repair diagnostics Designed an NLP classification system using hybrid rule-based and ML architecture ⚙️ Tech Stack Python · LangChain · LangGraph · OpenAI API · Llama · Hugging Face · TensorFlow · PyTorch · Scikit-Learn · Docker · SQL · NumPy · Pandas If you need someone who can take ownership of an AI solution end-to-end and deliver something that actually works in production, send me your project details. I'll give you a direct and honest assessment of the best approach — even if the right solution isn't AI.

I'm a product-minded data scientist who works across product, data, and design. I don't just analyze data, I use it to make products better, from content strategy to UI to AI-powered workflows. My background is in data science and machine learning (Kaggle Notebook Legacy Grandmaster, former #29 worldwide), but over the past few years, my work has expanded well beyond modeling. I now operate at the intersection of product, content, design, and AI — owning problems end-to-end rather than one narrow slice. What I actually do day to day: I build and improve digital products, designing interfaces, prototyping with AI tools, preparing and formatting content for CMS import at scale, creating AI-powered workflows, and using data to guide every decision. Most of my recent work has been in edtech, but the approach applies to any product team that needs someone who can think across layers and ship. Where I'm strongest: ✓ Taking a messy product problem and turning it into something structured: clear UI, clean content, working systems ✓ AI integration: building custom Claude/GPT skills, evaluating agent platforms, designing LLM-powered workflows that actually save time ✓ Data analysis & ML when the problem calls for it — predictive models, clustering, dashboards, ETL pipelines ✓ Content operations: designing learning content, building review systems, managing workflows at scale ✓ UI/UX: prototyping interfaces and interactive tools using AI, iterating on design systems Tech I work with: Python, SQL, Pandas, Scikit-learn, BigQuery, Plotly Dash, Zoho, Claude Code, Lovable, Claude/GPT APIs, prompt engineering, LLM fine-tuning Good fit if you need someone who: ✓ Can own a product area, not just a task ✓ Bridges the gap between data, design, content, and engineering ✓ Ships fast using AI tools without cutting corners on quality ✓ Has edtech experience and understands learning product design